106 citations · 111 across the 2 of their papers we have counts for
2 papers
cs.CR2021★ 5 cited
A Novel Open Set Energy-based Flow Classifier for Network Intrusion Detection
Manuela M. C. Souza, Camila Pontes, Joao Gondim +4
Several machine learning-based Network Intrusion Detection Systems (NIDS) have been proposed in recent years. Still, most of them were developed and evaluated under the assumption…
cs.NI2019★ 106 cited
A new method for flow-based network intrusion detection using the inverse Potts model
Camila Pontes, Manuela Souza, João Gondim +2
Network Intrusion Detection Systems (NIDS) play an important role as tools for identifying potential network threats. In the context of ever-increasing traffic volume on computer n…